| { | |
| "best_metric": 0.9464, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0541/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.18507800996303558, | |
| "learning_rate": 8.140576474687264e-05, | |
| "loss": 0.6378, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9112, | |
| "eval_loss": 0.28207987546920776, | |
| "eval_runtime": 11.1193, | |
| "eval_samples_per_second": 337.252, | |
| "eval_steps_per_second": 5.306, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.05183303728699684, | |
| "learning_rate": 5.890576474687264e-05, | |
| "loss": 0.1148, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9325333333333333, | |
| "eval_loss": 0.21317997574806213, | |
| "eval_runtime": 10.713, | |
| "eval_samples_per_second": 350.041, | |
| "eval_steps_per_second": 5.507, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.08371613919734955, | |
| "learning_rate": 3.1094235253127374e-05, | |
| "loss": 0.0329, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9426666666666667, | |
| "eval_loss": 0.2147637903690338, | |
| "eval_runtime": 10.2846, | |
| "eval_samples_per_second": 364.621, | |
| "eval_steps_per_second": 5.737, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.02457040175795555, | |
| "learning_rate": 8.59423525312737e-06, | |
| "loss": 0.0068, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9448, | |
| "eval_loss": 0.2153678834438324, | |
| "eval_runtime": 10.0438, | |
| "eval_samples_per_second": 373.367, | |
| "eval_steps_per_second": 5.874, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.0627884715795517, | |
| "learning_rate": 0.0, | |
| "loss": 0.0029, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9464, | |
| "eval_loss": 0.21215566992759705, | |
| "eval_runtime": 11.218, | |
| "eval_samples_per_second": 334.284, | |
| "eval_steps_per_second": 5.259, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |